Tractable

Tractable

Instant damage estimates from photos—powered by computer vision.

Tractable

Instant damage estimates from photos—powered by computer vision.

Designed and launched an AI tool for instant vehicle damage assessments, piloting it in North America.

My role From initial idea to market validation: exploring, strategising, and testing customer demand to build a viable business.

What if photos could estimate vehicle repairs?

What if photos could estimate vehicle repairs?

What if photos could estimate vehicle repairs?

Instant Quote uses computer vision to analyse photos of car damage, providing immediate repair estimates. It helps bodyshop customers submit claims faster by simplifying photo capture and validation.

User Research

User Research

User Research

We tested real user behaviour to optimise photo capture and submission—prioritising clear context setting, intuitive guidance, and proactive feedback.

Context setting

Context setting

Context setting

Brief intro manages expectations by outlining the process upfront.

Contextual instructions

Contextual instructions

Contextual instructions

Visual cues guide users to capture correct angles.

Missing photo feedback

Missing photo feedback

Missing photo feedback

Instant feedback specifies missing shots.

Get your free repair quote instantly, from anywhere.

Get your free repair quote instantly, from anywhere.

Results

Results

Results

The tool successfully launched with pilot repair shops, enabling car owners to get instant preliminary quotes.

The tool successfully launched with pilot repair shops, enabling car owners to get instant preliminary quotes.

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